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Machine learning solutions in radiology: does the emperor have no clothes?

European radiology, 2021-06, Vol.31 (6), p.3783-3785

2021

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Machine learning for the identification of clinically significant prostate cancer on MRI: a meta-analysis

European radiology, 2020-12, Vol.30 (12), p.6877-6887

2020

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Cardiac CT and MRI radiomics: systematic review of the literature and radiomics quality score assessment

European radiology, 2022-04, Vol.32 (4), p.2629-2638

2022

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Deep Learning Whole‐Gland and Zonal Prostate Segmentation on a Public MRI Dataset

Journal of magnetic resonance imaging, 2021-08, Vol.54 (2), p.452-459

2021

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Clinical value of radiomics and machine learning in breast ultrasound: a multicenter study for differential diagnosis of benign and malignant lesions

European radiology, 2021-12, Vol.31 (12), p.9511-9519

2021

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MRI index lesion radiomics and machine learning for detection of extraprostatic extension of disease: a multicenter study

European radiology, 2021-10, Vol.31 (10), p.7575-7583

2021

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CT and MRI radiomics of bone and soft-tissue sarcomas: a systematic review of reproducibility and validation strategies

Insights into imaging, 2021-06, Vol.12 (1), p.68-68, Article 68

2021

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18F-FDG PET/CMR in cardiac sarcoidosis: A wild card in the deck?

Journal of nuclear cardiology, 2022-04, Vol.29 (2), p.765-767

2022

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Clinically significant prostate cancer detection on MRI: A radiomic shape features study

European journal of radiology, 2019-07, Vol.116, p.144-149

2019

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Machine learning applications in prostate cancer magnetic resonance imaging

European radiology experimental, 2019-08, Vol.3 (1), p.35-8, Article 35

2019

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Circulating miR-29a, Among Other Up-Regulated MicroRNAs, Is the Only Biomarker for Both Hypertrophy and Fibrosis in Patients With Hypertrophic Cardiomyopathy

Journal of the American College of Cardiology, 2014-03, Vol.63 (9), p.920-927

2014

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Multimodality imaging approach to Fabry cardiomyopathy: Any role for nuclear cardiology?

Journal of nuclear cardiology, 2022-06, Vol.29 (3), p.1439-1445

2022

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Switch from enzyme replacement therapy to oral chaperone migalastat for treating fabry disease: real-life data

European journal of human genetics : EJHG, 2020-12, Vol.28 (12), p.1662-1668

2020

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New insights for early assessment of cardiac involvement in Anderson-Fabry disease

Journal of nuclear cardiology, 2021-12, Vol.28 (6), p.2500-2502

2021

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Reducing False-Positive Screening MRI Rates in Women with Extremely Dense Breasts

Radiology, 2021-11, Vol.301 (2), p.293-294

Imbriaco, Massimo

2021

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Effects of Interobserver Variability on 2D and 3D CT- and MRI-Based Texture Feature Reproducibility of Cartilaginous Bone Tumors

Journal of digital imaging, 2021-08, Vol.34 (4), p.820-832

2021

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Meta-Analysis of Effect of Body Mass Index on Outcomes After Transcatheter Aortic Valve Implantation

The American journal of cardiology, 2017-01, Vol.119 (2), p.308-316

2017

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Does left ventricular function predict cardiac outcome in Anderson–Fabry disease?

The International Journal of Cardiovascular Imaging, 2021-04, Vol.37 (4), p.1225-1236

2021

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Octreotide-LAR in later-stage autosomal dominant polycystic kidney disease (ALADIN 2): A randomized, double-blind, placebo-controlled, multicenter trial

PLoS medicine, 2019-04, Vol.16 (4), p.e1002777

2019

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Meta-Analysis of Mortality Outcomes and Mitral Regurgitation Evolution in 4,839 Patients Having Transcatheter Aortic Valve Implantation for Severe Aortic Stenosis

The American journal of cardiology, 2014-09, Vol.114 (6), p.875-882

2014

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Prostate Health Index and Multiparametric MRI: Partners in Crime Fighting Overdiagnosis and Overtreatment in Prostate Cancer

Cancers, 2021-09, Vol.13 (18), p.4723

2021

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MRI radiomics-based machine learning classification of atypical cartilaginous tumour and grade II chondrosarcoma of long bones

EBioMedicine, 2022-01, Vol.75, p.103757-103757, Article 103757

2022

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Beyond diagnosis: is there a role for radiomics in prostate cancer management?

European radiology experimental, 2023-03, Vol.7 (1), p.13-13, Article 13

2023

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Use of Pretreatment Breast MRI to Predict Failed Sentinel Lymph Node Identification after Neoadjuvant Chemotherapy

Radiology, 2020-05, Vol.295 (2), p.283-284

Imbriaco, Massimo

2020

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Machine learning solutions in radiology: does the emperor have no clothes?

Machine learning for the identification of clinically significant prostate cancer on MRI: a meta-analysis

Cardiac CT and MRI radiomics: systematic review of the literature and radiomics quality score assessment

Deep Learning Whole‐Gland and Zonal Prostate Segmentation on a Public MRI Dataset

Clinical value of radiomics and machine learning in breast ultrasound: a multicenter study for differential diagnosis of benign and malignant lesions

MRI index lesion radiomics and machine learning for detection of extraprostatic extension of disease: a multicenter study

CT and MRI radiomics of bone and soft-tissue sarcomas: a systematic review of reproducibility and validation strategies

18F-FDG PET/CMR in cardiac sarcoidosis: A wild card in the deck?

Clinically significant prostate cancer detection on MRI: A radiomic shape features study

Machine learning applications in prostate cancer magnetic resonance imaging

Circulating miR-29a, Among Other Up-Regulated MicroRNAs, Is the Only Biomarker for Both Hypertrophy and Fibrosis in Patients With Hypertrophic Cardiomyopathy

Multimodality imaging approach to Fabry cardiomyopathy: Any role for nuclear cardiology?

Switch from enzyme replacement therapy to oral chaperone migalastat for treating fabry disease: real-life data

New insights for early assessment of cardiac involvement in Anderson-Fabry disease

Effect of longacting somatostatin analogue on kidney and cyst growth in autosomal dominant polycystic kidney disease (ALADIN): a randomised, placebo-controlled, multicentre trial

Reducing False-Positive Screening MRI Rates in Women with Extremely Dense Breasts

Effects of Interobserver Variability on 2D and 3D CT- and MRI-Based Texture Feature Reproducibility of Cartilaginous Bone Tumors

Meta-Analysis of Effect of Body Mass Index on Outcomes After Transcatheter Aortic Valve Implantation

Does left ventricular function predict cardiac outcome in Anderson–Fabry disease?

Octreotide-LAR in later-stage autosomal dominant polycystic kidney disease (ALADIN 2): A randomized, double-blind, placebo-controlled, multicenter trial

Meta-Analysis of Mortality Outcomes and Mitral Regurgitation Evolution in 4,839 Patients Having Transcatheter Aortic Valve Implantation for Severe Aortic Stenosis

Prostate Health Index and Multiparametric MRI: Partners in Crime Fighting Overdiagnosis and Overtreatment in Prostate Cancer

MRI radiomics-based machine learning classification of atypical cartilaginous tumour and grade II chondrosarcoma of long bones

Beyond diagnosis: is there a role for radiomics in prostate cancer management?

Use of Pretreatment Breast MRI to Predict Failed Sentinel Lymph Node Identification after Neoadjuvant Chemotherapy

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